Design recommendation system in e-commerce site
Other Title(s)
تصميم نظام توصية في موقع تجارة إلكتروني
Joint Authors
Rudan, Iyad Abbas
Hamdawi, Shayma Ashur
Source
Issue
Vol. 57, Issue 4A (31 Dec. 2016), pp.2549-2556, 8 p.
Publisher
University of Baghdad College of Science
Publication Date
2016-12-31
Country of Publication
Iraq
No. of Pages
8
Main Subjects
Information Technology and Computer Science
Topics
Abstract EN
In recent years it has spread the used of e-commerce sites quite dramatically.
Thus, these sites have become display huge number of diverse products.
It became difficulty for the customer to choose what he/she wants from this product.
The recommender systems are used to help customers to finding the desired product of their interests and proved to be an important solution to information overload problem.
This paper, designed a recommendation system based on content, which is usually textual description.
Furthermore, the proposed system uses cosine similarity function to find the similarities among the characteristics of various products, and nominate a suitable product closer to customer satisfaction.
The experimental result shows that the proposed system can provide suitable product with accuracy up to 95%.
American Psychological Association (APA)
Rudan, Iyad Abbas& Hamdawi, Shayma Ashur. 2016. Design recommendation system in e-commerce site. Iraqi Journal of Science،Vol. 57, no. 4A, pp.2549-2556.
https://search.emarefa.net/detail/BIM-722707
Modern Language Association (MLA)
Rudan, Iyad Abbas& Hamdawi, Shayma Ashur. Design recommendation system in e-commerce site. Iraqi Journal of Science Vol. 57, no. 4A (2016), pp.2549-2556.
https://search.emarefa.net/detail/BIM-722707
American Medical Association (AMA)
Rudan, Iyad Abbas& Hamdawi, Shayma Ashur. Design recommendation system in e-commerce site. Iraqi Journal of Science. 2016. Vol. 57, no. 4A, pp.2549-2556.
https://search.emarefa.net/detail/BIM-722707
Data Type
Journal Articles
Language
English
Notes
Text in English ; abstracts in English and Arabic.
Record ID
BIM-722707